I also have had issues with PHP and nginx but on a Raspberry PI flavor board and I found this link to be helpful in getting it up and running with a MySQL database and Zabbix system monitoring a time ago.

You of course will have to adapt it to the Omega environment but it may give you some ideas of how or what you may have missed.